End-to-End
Text Summarizer
A NLP Project to generate accurate summary from raw text using
Hugging Face's transformer model with
CI/CD deployment on AWS using Github Actions
End-to-End
ML Powered
Cancer Predictor
A Streamlit app that shows if a cancer cell is of benign or malignant type. Statistical model, Logistic Regression used.
MultiPDF Chat App
using Langchain
Get an customized Information Chatbot of your uploaded documents. Ask questions to retreive information.
YOLO Object Detection
with Azure Databricks
An Image Processing pipeline designed and developed in Azure Databricks environment. Image Acquisition and Pre-processing techniques is followed by an Object Detector model (YOLO V7). The pipeline implemented had a 92% detection accuracy in detected sanitary pads.
Advanced Data Monitoring
of Etcher tool health
Analysis of the usage of semiconductor etcher tools using feature extraction Self-Organizing Map (SOM). Minimum Quantization Error (MQE) and Squared Predicted Error (SPE) algorithms were used for cross validation. Principal Component Analysis(PCA) was used for Feature Reduction. Finally, a suport vector machine (SVM) algorithm to assess the extent of degradation of the tool.